Makine Öğrenmesi Mühendisi

Görüntü İşleme / Bilgisayarlı Görü

Qualifications

A minimum bachelor’s degree in computer science, mathematics or similar relevant field is a necessity and a minimum of three years related experience. As a ML developer, you must have deep understanding of Machine Learning, Deep Learning, Image Processing and Computer Vision. You have to master coding languages, such as Python, C++, JavaScript, Java, R, TypeScript. These are the languages most commonly used in the machine learning field.

Work you’ll do

• Developing cutting edge algorithms for object recognition.
• Algorithm optimization.
• Dataset preparation.
• Follows the state-of-the-art technologies in machine learning, and computer vision.

Required

• B.S. in computer science, mathematics or similar relevant fields.
• 3+ years of machine design experience
• Strong theoretical background on deep neural networks and image processing techniques.
• Experience in Object Recognition/Classification/Identification and Hyperparameter Optimization.
• Knowledge/Experience on data acquisition and preprocessing.
• Experience with one of the deep learning frameworks (e.g. Tensorflow, Pytorch, Keras, etc.)
• Familiar with development processes (git, tfs, kanban, devops, ci/cd)

Preferred

• Master or PhD in the domains of machine learning, image processing, or computer vision.
• 3 years experience on cloud platforms (AWS, Azure, Alibaba etc).
• Experience on 3D Computer Vision.

A Typical Week

• Design and develop.
• Optimize current environments.
• Lead ML side of of the projects.
• Develop yourself and join in elsewhere (it’s a small team and there’s always work to jump into).